Why include customers who have not yet missed a payment?

**Does a hardship referral always begin with an overdue balance?**

No. A retail finance customer can be up to date while anticipating a loss of income. A healthcare administration customer might ask about payment support before a scheduled procedure. The referral question concerns the customer's expressed difficulty and the applicable process, not just the age of a debt.

**Why does that matter for a licensed dataset?**

If every positive case contains overdue charges, a model can learn a shortcut: arrears means referral, and a current account means no referral. That shortcut can appear successful on a narrow test set while missing customers who seek help early.

**What could MirrorFirm generate to address it?**

A release could vary account standing independently from the conversation. Current accounts can contain clear requests for assistance, while overdue accounts can contain ordinary administrative enquiries. Policy excerpts can specify when an early enquiry qualifies for specialist routing.

**How should a reseller describe the coverage?**

Describe the supported distinction as recognition of emerging difficulty, with account status supplied as context. Avoid suggesting that every current customer needs a referral or that a model can predict future hardship. The material should teach an appropriate response to available evidence.